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Optimziation includes a class of methods to find global or local optimums for discrete or continuous objectives; from evolutionary-based algorithms to swarm-based ones.

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Optimization

  1. Evolution Strategy (ES): The basic algorithm in Python
  2. Evolution Strategy (ES): With single adaptive mutation step-size in Python
  3. Hill Climbing: This is a logal search algorithm that always tries to go up the hill of the fitness landspace. However, it gets stuck into local maxima. The Python code along an example is provided here.

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Optimziation includes a class of methods to find global or local optimums for discrete or continuous objectives; from evolutionary-based algorithms to swarm-based ones.

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